Senior Capstone

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Chest X-Ray Abnormalities Detection with a focus on Infiltration Abstract Navigating chest X-rays is an obligatory step to determine lung and heart diseases. Since many people now believe that Chest X-ray radiographs can detect COVID-19, the disease of the decade, … Read More

CS488: Final Capstone Deliverables

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Project abstract: Heuristic evaluation is one of the most popular methods for usability evaluation in Human-Computer Interaction (HCI). However, most heuristic models only provide generic heuristic evaluation for the entire application as a whole, even though different parts of an … Read More

Jarred – Three Pitches

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Pitch 1 – Develop an API for Sensor I was hoping to work with sensors to develop an interface/app that would be more useful forindividuals’ projects. Say there was this sensor that measured water quality that was inexpensive,but pretty rudimentary … Read More

Lam – CS388 Three Pitches

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Idea 1: Detect and predict mental health status using NLP The objective of that research is to determine whether NLP (Natural Language Processing) is useful for mental health treatment. Data sources vary from traditional sources (EHRs/EMRs, clinical notes and records) … Read More

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Pitch 1 Social media sentiments to predict mental health of people during the stages of pandemic in the United States I think it is important to know how people are feeling, whether they are hopeful, devastated, excited, or feeling fine … Read More

CS 388: Three pitches

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Cryptocurrency price prediction This would predict crypto currency prices using deep learning. As cryptocurrency popularity is increasing in the modern age and the money flow is increasing this is making cryptocurrencies more volatile and the patterns are changing. Some of … Read More

CS 388: The first three pitches

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A new voting ensemble scheme Voting is a popular technique in Machine Learning to aggregate the predictions of multiple models and produce a more robust prediction. Some of the most widely used voting schemes are majority voting, rank voting, etc. … Read More

Capstone Proposal

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Stock Price Prediction using Online Sentiment Stock Price Prediction using Online Sentiment Muskan Uprety Department of Computer Science Earlham College Richmond, Indiana, 47374 muprety17@earlham.edu KEYWORDS Stock prediction, sentiment analysis, price direction prediction . 1 ABSTRACT Due to the current pandemic … Read More

Senior Capstone, Looking Back

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Abstract An ever-present problem in the world of politics and governance in the United States is that of unfairly political congressional redistricting, often referred to as gerrymandering. One method for removing gerrymandering that has been proposed is that of using … Read More

Senior Capstone

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An Integrated Model for Offline Handwritten Chinese Character Recognition Based on Convolutional Neural Networks Abstract Optical Character Recognition (OCR) is an important technology in computer vision and pattern recognition that recognizes text embedded in images. Although the OCR achieved high … Read More

Phi Nguyen – Senior Capstone

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Abstract Modern internet architecture faces the challenge of centralized services by big tech companies, which capitalizes on the users’ information. Most of the well-known chat services at the moment have to depend on a third party server which stores the … Read More

CS488 – Abstract

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Optical Character Recognition (OCR) is an important technology in computer vision and pattern recognition that recognizes text embedded in images. Although the OCR achieved high accuracy for languages with alphabet-based writing systems, its performance on handwritten Chinese text is poor … Read More

Final proposal + presentation – 388

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presentation: https://docs.google.com/presentation/d/1o5tocDFjyPA1eswjaDEi_mrpe2eHbuZGkbrdTn4egXQ/edit?usp=sharing Cancer staging and metastasis detection using convolutional neural networks and transfer learning ABSTRACT Artificial Intelligence (AI) has been used extensively in the field of medicine. More recently, advanced machine learning algorithms have become a big part of oncology … Read More

Pitch ideas

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Idea 1: Masked Face Detection:Introduction: Due to the fact that the virus that causes COVID-19 is spread mainly from person to person through respiratory droplets produced when an infected person coughs, sneezes, or talks, it is important that people should … Read More

Phi – Three Pitches

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First Idea: Peer-to-peer chat webapp This app allows two(or more) people to instantly and directly connect with each other and exchange messages without any third party authorization. It operates completely on a peer-to-peer network, established among the users. This solves … Read More

Pitches

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Use deep reinforcement learning to tune the hyperparameters (learning rate, lambda – regularization parameter, number of layers, number of units in each layer, different activation functions) of a Neural Network. The overall cost function of RL agent will include the … Read More

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